Ke-Wei Huang. COM , 15 Computing Drive, Singapore. web:

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1 Ke-Wei Huang COM , 15 Computing Drive, Singapore. web: Phone: (65) Education New York University, Stern School of Business, New York, USA. Ph.D. in Information, Operations, and Management Sciences, New York University, Stern School of Business, New York, USA. Master of Philosophy New York University, Stern School of Business, New York, USA. M.S. in Information Systems National Taiwan University, Taipei, Taiwan. M.B.A. in Finance National Taiwan University, Taipei, Taiwan. B.S. in Electrical Engineering Academic Position 2016 to Present Associate Professor, Information Systems, National University of Singapore 2007 to 2016 Assistant Professor, Information Systems, National University of Singapore (Joint appointment with NUS Economics from 2007 to 2009, IS PhD program coordinator from 2011 to now, IS representative and affiliated with NUS Business Analytics Center from 2015 to now) Publications Journal Articles: (1) Ying-Ju Chen and Ke-Wei Huang, (2016) Pricing Data Services: Pricing by Minutes, by Gigs, or by Mega Bytes per Second? Information Systems Research. Vol. 27(3), p (2) Chunmian Ge, Ke-Wei Huang, and Ivan Png, (2016) Engineer/Scientist Careers: Patents, Online Profiles, and Misclassification Bias, Strategic Management Journal, Vol. 37 (1), p (3) Chunmian Ge, Atreyi Kankanhalli and Ke-Wei Huang, (2015) Investigating the Determinants of Starting Salary of IT Graduates, DATA BASE for Advances in Information Systems, Vol. 46 (4), p (4) Xiao Zou and Ke-Wei Huang, (2015) Leveraging Location-Based Services for Couponing and Infomediation, Decision Support Systems, Vol. 78 (10), p

2 (5) Ge Chunmian and Ke-Wei Huang, (2014) Analyzing the Scale Economies of Software-as-a-Service Software Firms: A Stochastic Frontier Approach, IEEE Transactions on Engineering Management, Vol. 61(4), p (6) Ying-Ju Chen, Mingcherng Deng, and Ke-Wei Huang, (2014) Hierarchical Screening for Capacity Allocation in Supply Chains: The Role of Distributors, Production and Operations Management, Vol. 23 (3), p (7) Ke-Wei Huang and ArunSundararajan, (2011) Pricing Digital Goods: Discontinuous Costs and Shared Infrastructure, Information Systems Research, Vol. 22(4), p (8) Ke-Wei Huang and Zhuolun Li, (2011) A Multi-Label Text Classification Algorithm for Labeling Risk Factors in SEC Form 10-K, ACM Transactions on MIS, Vol. 2(3), p.18:1-18:19. (9) Anindya Ghose and Ke-Wei Huang, (2009) Personalized Pricing and Quality Customization, Journal of Economics and Management Strategy, Vol.18(4), p (10) Ke-Wei Huang, (2009) Optimal Criteria for Selecting Price Discrimination Metrics when Buyers have Log-Normally Distributed Willingness-to-Pay, Quantitative Marketing and Economics, Vol.7(3), p Conference/Workshop Papers: (11) A Semiparametric Missing Value Imputation Approach for Predictive Analytics, WITS 2017, Seoul, South Korea, by Jiaxu Peng and Ke-Wei Huang (12) Predicting Exercise Behavior in Fitness Applications: A Multi-Group Study, ICIS 2017, Seoul, South Korea, by Zhou Ya, Atreyi Kankanhalli, and Ke-Wei Huang (13) Does IT Help Firms to Become More Entrepreneurial?: The Role of Enterprise IT, ICIS 2017, Seoul, South Korea, by Sangwook Ha, Atreyi Kankanhalli, and Ke-Wei Huang (14) Hiring of Foreign Tech Professionals: An Absorptive Capacity Explanation, CIST/INFORMs 2017, Houston, USA, by Sangwook Ha, Atreyi Kankanhalli, and Ke-Wei Huang (15) Effects of Fitness Applications with SNS: How Do They Influence Physical Activity, ICIS 2016, Dublin, Ireland, Ya Zhou, Atreyi Kankanhalli, and Ke-Wei Huang (16) Does Social Media Marketing Really Work for Online SMEs?: An Empirical Study, ICIS 2016, Dublin, Ireland, Sangwook Ha, Atreyi Kankanhalli, Jai Kishan, and Ke-Wei Huang (17) Absorptive Capacity and Hiring of Foreign Tech Professionals: Evidence from U.S. Semiconductor Firms, Annual Meeting of the Academy of Management (AOM 2016; TIM Division), Anaheim, USA, by Sangwook Ha, Atreyi Kankanhalli, and Ke-Wei Huang 2

3 (18) Gamification in Fitness Apps: How Do Leaderboards Influence Exercise? ICIS 2015, Fort Worth, USA, by Yue Wu, Atreyi Kankanhalli, and Ke-Wei Huang (19) The Monetary Value of Twitter Followers: Evidence from NBA Players, CSWIM 2015, Hefei, China, by Zhuolun Li and Ke-Wei Huang (20) The Making of Entrepreneurs from the IT Industry: Evidences from a Quasi Experiment with a Finite Mixture Model, CSWIM 2015, Hefei, China, (Best Paper Nominee) by Qing Chen, Ke-Wei Huang, and Cheng Suang Heng (21) IT Investment: The Unexpected Effects on Entrepreneurial Spawning, ICIS 2014, Auckland, New Zealand, by Qing Chen, Ke-Wei Huang, and Cheng Suang Heng (22) The Monetary Value of Twitter Followers: Evidences from NBA Players, ICIS 2014, Auckland, New Zealand, by Zhuolun Li and Ke-Wei Huang (23) Mobility of Scientists and Engineers: LinkedIn vis-à-vis patent records, Roundtable for Engineering Entrepreneurship Research (REER) Atlanta, USA, by Chunmian Ge, Ke-Wei Huang, and Ivan Png (24) Optimal Pricing and Capacity Planning for Information Technology Service Provider under Service-Level Agreement, ICIS 2013, Milan, Italy,by Xiao Zou and Ke-Wei Huang (25) "Misclassification Bias in Patent Measures: Estimation and Applications," Asian Meeting of the Econometric Society AMES 2013, Singapore, by Chunmian Ge, Ke-Wei Huang, and Ivan Png. (26) Do Economic Recession and Gender Influence the Likelihood of Entry Job in IT for IT Graduates? ACM SIGMIS CPR 2013, Cincinnati, USA,by Chunmian Ge, Atreyi Kankanhalli, Ke-Wei Huang and XiqingSha (27) Optimal Pricing and CapacityPlanning for Information Technology Service Provider under Service-Level Agreement, Frontiers in Service Conference 2013, Taipei, Taiwan, by Xiao Zou and Ke-Wei Huang (28) Mobility of Scientists and Engineers: LinkedIn vis-à-vis patent records, Research Workshop in Entrepreneurship & Innovation 2013, Singapore, by Chunmian Ge, Ke-Wei Huang, and Ivan Png (29) Quantifying the Impact of Gamification on User Engagement in Online Q&A Communities, WISE2012, Orlando, USA,by Zhuolun Li, Ke-Wei Huang, and Huseyin Cavusoglu (30) Quantifying the Impact of Gamification on User Engagement in Online Q&A Communities, ICIS 2012, Orlando, USA,by Zhuolun Li, Ke-Wei Huang, and Huseyin Cavusoglu (31) The Impacts of Human Capital on the Value Creation by Mergers and Acquisitions: An Event Study in Software Industry, ICIS 2012, Orlando, USA,by Chunmian Ge and Ke-Wei 3

4 Huang (32) A Model on Location-Based Service as Infomediary, ICEC 2012, Singapore, by Xiao Zou and Ke-Wei Huang (Best Student Paper Nominee) (33) Exploring the Correlation between Operational and Financial Software Business Risks by Quantifying Risk Factors in Annual Reports, WISE 2011, Shanghai, by Ke-Wei Huang (34) Evaluating the Impacts of Auction Bidding Restrictions on Consumer Surplus and Behaviors - An Empirical Study of Penny Auctions, ICIS 2011, Shanghai, China(Best Paper Nominee)by Hanxiong Zheng, Khim Yong Goh, and Ke-Wei Huang (35) R&D and Catch-Up Effect Among Software-as-a-Service Firms: A Stochastic Frontier Approach, ICIS 2011, Shanghai, China, by Chunmian Ge and Ke-Wei Huang (36) Firm-Level Inventory Performance and 10-K Inventory Risk Factors During the Financial Meltdown, INFORMS 2011, Charlotte, USA, by Ying-Ju Chen and Ke-Wei Huang (37) Evaluating the Impacts of Auction Bidding Restrictions on Consumer Surplus and Behaviors - An Empirical Study of Penny Auctions, INFORMS 2011, Charlotte, USA, by Hanxiong Zheng, Khim Yong Goh, and Ke-Wei Huang (38) Evaluating the Impacts of Auction Bidding Restrictions on Consumer Surplus and Behaviors - An Empirical Study of Penny Auctions, CSWIM 2011, Harbin, China, by Hanxiong Zheng, Khim Yong Goh, and Ke-Wei Huang (39) R&D and Catch-Up Effect Among Software-as-a-Service Firms: A Stochastic Frontier Approach, PACIS 2011, Brisbane, Australia, by Chunmian Ge and Ke-Wei Huang (40) "Who Makes the Law? Political Economy Analysis and Evidence from Copyright Levies, Society for the Advancement of Economic Theory, SAET 2010, Singapore, by Ke-Wei Huang and Ivan Png (41) Pricing Data Services: Pricing by Minutes, by Gigs, or by Mega Bytes per Second? WISE 2009, Phoenix USA, by Ying-Ju Chen and Ke-Wei Huang (42) Firm-Level Productivity Analysis for Software-as-a-Service Companies, ICIS 2009, Phoenix USA, by Ke-Wei Huang and Mengqi Wang (43) Software Executives Optimal R&D Expense and Pricing Decisions in a Risky Market, WISE 2008, Paris, France, by Ke-Wei Huang (44) Pricing Digital Goods: Discontinuous and Declining Costs, CIST/INFORMS 2006, Pittsburgh, PA, by Ke-Wei Huang and ArunSundararajan (45) Pricing Models for On-Demand Computing, INFORMS 2006, Pittsburgh, PA, by Ke-Wei Huang and ArunSundararajan (46) Versions and Successive Generations: An Empirical Analysis of Pricing and Product Line Strategies in Software Markets, CIST/INFORMS 2005 and Marketing Science 2006, Pittsburgh, PA, by Anindya Ghose, Ke-Wei Huang, and ArunSundararajan 4

5 (47) Optimal and Equilibrium Price Discrimination Metrics for Digital Goods, WISE 2005, Irvine, CA, by Ke-Wei Huang and Roy Radner (48) A Competitive Analysis of Personalized Pricing with Quality Customization, WISE 2005, Irvine, CA, by Ke-Wei Huang and Anindya Ghose (49) Impact of CRM Technologies on Firm Profits: A Competitive Analysis of Personalized Pricing and Quality Customization, CRM Workshop 2005, New York, NY, by Ke-Wei Huang and Anindya Ghose Research Grants 2017 NUS Institute of Data Science Grant: $ 120,000 USD 2015 NUS Research Grant: $97,000 USD 2013 NUS Research Grant: $115,000 USD 2010 NUS Research Grant: $76,000 USD 2007 NUS Startup Grant: $45,000 USD 2006 Net Institute Summer Grant 2006 (with ArunSundararajan) $4,500 USD Honors 2016 Annual Faculty Teaching Excellence Award, NUS-Level 2013,14,16 Annual Faculty Teaching Excellence Award, School of Computing Level 2015 CSWIM 2015 Best Paper Nominee (with Qing CHEN and Cheng Suang HENG) 2012 ICEC 2012 Best Student Paper Nominee (by my PhD student ZOU Xiao) 2011 ICIS 2011 Best Paper Nominee (with Hanxiong ZHENG and Khim Yong GOH) 2007 ACM SIGMIS (ICIS 2007) Doctoral Dissertation Award (Runner-up) 2006 Stern Fellowship of Excellence (1 out of 3 PhD students at Stern, NYU) 2006 First place of 2006 Cambridge University (UK) Entrepreneurs Business Creation Competition (MARGO-Technologies) (with Han LIN) Elite Scholarship from National Science Council of Taiwan (USD$20K per year) 1997 National Master Thesis Award, First Prize from the Management Science Association of Taiwan Scholarship from National Taiwan University, Finance, Ranked First. 5

6 Teaching Experiences Decision Making Technologies Master, Business Analytics, NUS. Search Engine Optimization and Analytics Undergraduate, Business Analytics, NUS. Business and Finance IT Management Master of Technology in Leadership, NUS (17 ) Customer Data Analytics STMI Training Class, NUS (16 ) Capstone Projects for Business Analytics, Undergraduate, Information Systems (15 ). Mobile and Ubiquitous Commerce, Undergraduate, Information Systems, NUS (11 to 16 ). Telecoms and International Networks, Master, Information Systems, NUS (07 to 14 ). E-Commerce and B2C Applications, Undergraduate, Information Systems, NUS (10 ). Financial Markets and Portfolio Management, Master, Economics, NUS. (08-09 ) Computer Based Systems for Management Support, Undergraduate, Stern, NYU. (06 ) Academic Services Innovation, Connect, Economy Workshop, 2017, NUS June Moderator of the Fintech panel. NUS University Research Council Expert Panel, Information & Mathematics Cluster (2016-present) Track Chair (Econ. of IS): WEB 2011, PACIS 2015 Associate Editor (Econ. of IS): ICIS (09, 11-14, 16-18) Program Committee: CIST (09-11, 15, 16, 17), ICEC (07, 09, 15, 16). Local Arrangement & Publicity:Big Data & Analytics in Healthcare 2014, PACIS Discussant: WISE (07, 08, 11, 14), ICIS (07), CIST (06), CSWIM (11-12, 14), NET Institute (07), TEIS (15). Journal Reviewer: Management Science, Information Systems Research, MIS Quarterly, Marketing Science, Manufacturing & Service Operations Management, Production and Operations Management, IEEE Transactions on Engineering Management, Decision Sciences, Decision Support Systems, Journal of Strategic Information Systems, Journal of the Association for Information Systems, Information and Management, Electronic Commerce Research and Applications, Journal of Organizational Computing and Electronic Commerce. External Reviewer: Research Grants Council (RGC) of Hong Kong 2016,

7 Professional Work Experiences 2006 Co-founder of MARGO Technologies: 2000 to 2001 Computer Associates Ltd., Taipei, Taiwan.Software Developer to 2000 Economics Department, National Taiwan University. Full Time Research Assistant for Professor Chung-Ming Kuan to 1999 (Required Military Service) Finance Center, Defense Ministry. Rank:Second Lieutenant. Financial Information Officer. PhD Students Graduated 1. Chunmian GE (2014, Asst. Professor, South China University of Technology) 2. Xiao ZOU (2015, Data Scientist, SingTel) 3. Zhuolun Li (2016, Research Fellow, Singapore Management University) 4. Qing Chen (2016, Assistant of Chairman, China Insurance Investment Fund) Invited Talks Chinese University of Hong Kong 2017 November Monetary Authority of Singapore (MAS, Central Bank of Singapore) 2016 September Hong Kong University 2015 May Roundtable for Engineering Entrepreneurship Research (REER), Atlanta USA 2014 November National Taiwan University 2014 May INFORMS, Charlotte USA 2011 November National University of Singapore 2007 April Georgia Tech February University of Connecticut 2006 December University of Pennsylvania 2006 February References 1. Professor Roy Radner, (Dissertation Committee Chair.) Stern School of Business, NYU (Retired) 2. Professor Arun Sundararajan, (Dissertation Committee Member) IOMS, SternSchool of Business, NYU. 3. Professor Anindya Ghose, (Dissertation Committee Member) IOMS, SternSchool of Business, NYU. 7